UpTrajectory Review

Hark, a new AI startup led by Brett Adcock, has launched Handoff, a computer use agent designed to autonomously navigate the web for users. This tool can perform tasks such as ordering food, booking flights, and messaging candidates on platforms like LinkedIn. Handoff claims to outperform existing AI models, achieving a remarkable score on the Online-Mind2Web benchmark, which evaluates web agents based on human assessments. The startup's approach addresses a significant gap in the market, where most websites lack accessible APIs, making it difficult for AI to automate tasks effectively.

For small-business operators, the implications of Handoff's launch are profound. This technology could streamline operations by automating routine tasks that consume valuable time and resources. Imagine a small business owner who can delegate the process of scheduling meetings or managing online orders to an AI agent, freeing up hours for strategic planning and customer engagement. The affordability of Handoff, priced significantly lower than competitors, makes it an attractive option for businesses looking to leverage AI without breaking the bank.

What stands out in Hark's announcement is not just the performance metrics but the pricing strategy. Handoff's cost-effectiveness—less than one-tenth the price of leading models—could democratize access to advanced AI capabilities for small businesses. However, the challenge remains in the actual implementation and user experience. While the technology is promising, the real test will be how well it integrates into existing workflows and whether it can handle the nuances of diverse business needs.

The downstream effects of Handoff's introduction could reshape how businesses interact with technology. Companies that adopt this AI agent may find themselves more agile, able to respond to customer needs faster and with greater efficiency. However, there is a risk that reliance on such technology could lead to job displacement in roles traditionally responsible for these tasks. Small businesses must weigh the benefits of automation against the potential impact on their workforce and customer relationships.

Looking ahead, small-business operators should keep an eye on Hark's developments and consider experimenting with Handoff as it becomes available. Engaging with early iterations of this technology could provide a competitive edge, allowing businesses to refine their processes and enhance customer service. Additionally, operators should remain vigilant about the evolving landscape of AI tools and their implications for their industry, ensuring they are not left behind as automation becomes increasingly prevalent.

“Handoff recorded the top-ever score on Online-Mind2Web (OM2W), a third-party benchmark with a human-evaluated leaderboard for web agents.” — VentureBeat

Takeaway: Explore Handoff to automate routine tasks and enhance your business efficiency.

Excerpt from the original — VentureBeat

Hark, the secretive AI startup founded earlier this year by serial entrepreneur and roboticist Brett Adcock, today announced Handoff, a "computer use agent" (CUA) that it says is among the top-performing in the world at navigating the open web on a user's behalf — ordering dinner on DoorDash, booking flights on United and Delta, or messaging job candidates on LinkedIn — all autonomously, end-to-end.Sign-ups open to the public today at hark.com, with availability planned for later this month as part of the initial release of Hark's software platform.The company says Handoff recorded the top-ever score on Online-Mind2Web (OM2W), a third-party benchmark with a human-evaluated leaderboard for web agents, posting a 97.7 against 92.8 for OpenAI's GPT 5.4, 84.1 for Anthropic's Claude Opus 4.8, and 69 for Google's Gemini 2.5 Pro. Hark also says it can serve …